diff --git a/.idea/Model.iml b/.idea/Model.iml
index 4413bb06..b0f9c00d 100644
--- a/.idea/Model.iml
+++ b/.idea/Model.iml
@@ -7,7 +7,7 @@
       <sourceFolder url="file://$MODULE_DIR$/open_uprn" isTestSource="false" />
       <sourceFolder url="file://$MODULE_DIR$/recommendations" isTestSource="false" />
     </content>
-    <orderEntry type="jdk" jdkName="Python 3.10 (backend)" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (model_data)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
   <component name="PyNamespacePackagesService">
diff --git a/.idea/misc.xml b/.idea/misc.xml
index 6f308057..1122b380 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -3,7 +3,7 @@
   <component name="Black">
     <option name="sdkName" value="Python 3.10 (backend)" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (backend)" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (model_data)" project-jdk-type="Python SDK" />
   <component name="PythonCompatibilityInspectionAdvertiser">
     <option name="version" value="3" />
   </component>
diff --git a/etl/customers/immo/pilot/asset_list.py b/etl/customers/immo/pilot/asset_list.py
index 7939a555..9756e00b 100644
--- a/etl/customers/immo/pilot/asset_list.py
+++ b/etl/customers/immo/pilot/asset_list.py
@@ -33,6 +33,14 @@ def app():
 
     asset_list = raw_asset_list.merge(council_tax_bands, how="left", on=["address", "postcode"])
 
+    # We're provided with number of bathrooms and number of bedrooms.
+    asset_list = asset_list.rename(
+        columns={
+            "No. of Beds": "n_bedrooms",
+            "No. of WC's": "n_bathrooms"
+        }
+    )
+
     # Store the data in s3
     filename = f"{USER_ID}/{PORTFOLIO_ID}/pilot.csv"
     save_csv_to_s3(